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    Related Servers

    • opendaw-mcp

      AMEOBIUS-team
      A
      license
      B
      quality
      A
      maintenance
      Enables AI agents to control a browser-based digital audio workstation (openDAW) for music production, including track creation, effects, MIDI, automation, and rendering.
      100
      Apache 2.0

    • ComposerBench

      newmattock
      F
      license
      Not graded
      quality
      C
      maintenance
      Provides AI agents with reversible DAW control for music production, enabling inspection of instruments and parameters, batch edits, and evaluated revision runs with audio feedback and rollback.
      -

    • OpenUtau-MCP

      turboegg1145
      A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to generate, inspect, and micro-tune OpenUtau .ustx project files and DiffSinger neural expression curves.
      3
      MIT

    • strudel-ai

      bowmana
      A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to create and edit Strudel music code, render offline WAV audio, and obtain structured hearing reports with waveform, spectrogram, BPM, and onset analysis.
      AGPL 3.0
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3/5.0

    Scored across 97 tools

    Disambiguation2/5

    Many tools share prefixes and overlapping purposes across analysis, comparison, live, and sound families (e.g., compare vs cmp_run, analyze_notes vs notes_from_audio, track_fit vs eq_match vs instrument_fit). Despite detailed descriptions, the sheer number of similar tools makes misselection likely.

    Naming Consistency5/5

    All tool names use consistent snake_case with domain-prefix patterns (analyze_*, cmp_*, live_*, notes_*, track_*, sound_*). The convention is predictable and readable throughout, even if not strictly verb_noun.

    Tool Count1/5

    With 97 tools, the surface far exceeds the typical 3-15 range and even the 25+ threshold for 'too many'. While the domain is complex, this count is extreme and likely overwhelming for an agent.

    Completeness5/5

    The surface covers project lifecycle, tracks, notes, instruments, effects, automation, deep analysis, comparison, live performance, sound design, machine status, undo, batch, and lexicon. No obvious gaps or dead ends for a DAW agent.

    Maintenance

    ActivityMaintained
    ResponsivenessResponsive

    Resources